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Home > Archives > Vol 14, No 4

DOI: http://doi.org/10.11591/ijai.v14.i4

Table of Contents

Challenges of recommender systems in finance and banking: a systematic review Lossan Bonde, Abdoul Karim Bichanga

PDF 2559-2567

Domain-specific knowledge and context in large language models: challenges, concerns, and solutions Kiran Mayee Adavala, Om Adavala

PDF 2568-2578

Revolutionizing recommendations a survey: a comprehensive exploration of modern recommender systems Prithvi Ram Vinayababu, Pushpa Sothenahalli Krishna Raju

PDF 2579-2589

Artificial intelligence of things: society readiness Dwi Yuniarto, A'ang Subiyakto

PDF 2590-2600

Hybrid forecasting methods across varied domains-a systematic review Malvina Xhabafti, Valentina Sinaj

PDF 2601-2612

Novel framework for downsizing the massive data in internet of things using artificial intelligence Salma Firdose, Shailendra Mishra

PDF 2613-2621

Child-friendly e-learning for artificial intelligence education in Indonesia: conceptual design Dwijoko Purbohadi, Joko Santoso

PDF 2622-2633

Enhancing face mask detection performance with comprehensive dataset and YOLOv8 Trong Thua Huynh, Hoang Thanh Nguyen

PDF 2634-2645

Applications of artificial intelligence in indoor fire prevention and fighting Duong Huu Ai, Van Loi Nguyen, Khanh Ty Luong, Viet Truong Le

PDF 2646-2654

Unpacking the drivers of artificial intelligence regulation: driving forces and critical controls in artificial intelligence governance Ibrahim Atoum, Salahiddin Altahat

PDF 2655-2666

Optimized data security and storage using improved blowfish and modular encryption in cloud-based internet of things Saritha Ibakkanavar Guddappa, Sowmyashree Malligehalli Shivakumaraswamy, Naveen Ibakkanavar Guddappa

PDF 2667-2675

A novel fuzzy logic based sliding mode control scheme for non-linear systems Abdul Kareem, Varuna Kumara

PDF 2676-2688

Semi-automatic voice comparison approach using spiking neural network for forensics Kruthika Siddanakatte Gopalaiah, Trisiladevi Chandrakant Nagavi, Parashivamurthy Mahesha

PDF 2689-2700

Imagery based plant disease detection using conventional neural networks and transfer learning Ali Mhaned, Salma Mouatassim, Mounia El Haji, Jamal Benhra

PDF 2701-2712

Broiler meats tenderness prediction using near infrared spectroscopy against non-linear predictive modelling Rashidah Ghazali, Herlina Abdul Rahim, Syahidah Nurani Zulkifli

PDF 2713-2723

Impact of batch size on stability in novel re-identification model Mossaab Idrissi Alami, Abderrahmane Ez-zahout, Fouzia Omary

PDF 2724-2733

A fusion convolution neural network-local binary pattern histogram algorithm for emotion recognition in human Arpana Giridhar Katti, Chidananda Murthy Melekote Vinayakamurthy

PDF 2734-2740

Solving k-city multiple travelling salesman using genetic algorithm Alikapati Prakash, Uruturu Balakrishna, Thangaraj Manogaran, Thenepalle Jayanth Kumar

PDF 2741-2752

Optimizing long short-term memory hyperparameter for cryptocurrency sentiment analysis with swarm intelligence algorithms Kristian Ekachandra, Dinar Ajeng Kristiyanti

PDF 2753-2764

Optimized pap-smear image enhancement: hybrid Perona-Malik diffusion filter-CLAHE using spider monkey optimization Ach Khozaimi, Isnani Darti, Wuryansari Muharini Kusumawinahyu, Syaiful Anam

PDF 2765-2775

Dual simulated annealing soft decoder for linear block codes Hicham Tahiri Alaoui, Ahmed Azouaoui, Jamal El Kafi

PDF 2776-2787

An optimal pheromone-based route discovery stage for 5G communication process in wireless sensor networks Sinduja Mysore Siddaramu, Kanathur Ramaswamy Rekha

PDF 2788-2796

Integrating random forest and genetic algorithms for improved kidney disease prediction Bommanahalli Venkatagiriyappa Raghavendr, Anandkumar Ramappa Annigeri, Jogipalya Shivananjappa Srikantamurthy, Gururaj Raghavendrarao Sattigeri

PDF 2797-2804

An automatic social engagement measurement during human-robot interaction Wael Hasan Ali Almohammed, Sinan Adnan Muhisn, Zahraa AbedAljasim Muhisn

PDF 2805-2814

Non-small cell lung cancer active compounds discovery holding on protein expression using machine learning models Hamza Hanafi, M’hamed Aït Kbir, Badr Dine Rossi Hassani

PDF 2815-2825

Leveraging machine learning for column generation in the dial-a-ride problem with driver preferences Sana Ouasaid, Mohammed Saddoune

PDF 2826-2838

Improving firewall performance using hybrid of optimization algorithms and decision trees classifier Mosleh M. Abualhaj, Ahmad Adel Abu-Shareha, Sumaya Nabil Al-Khatib, Adeeb M. Alsaaidah, Mohammed Anbar

PDF 2839-2848

Performance analysis and comparison of machine learning algorithms for predicting heart disease Neha Bhadu, Jaswinder Singh

PDF 2849-2863

Enhanced pre-broadcast video codec validation using hybrid CNN-LSTM with attention and autoencoder-based anomaly detection Khalid El Fayq, Said Tkatek, Lahcen Idouglid

PDF 2864-2875

A survey of missing data imputation techniques: statistical methods, machine learning models, and GAN-based approaches Rifaa Sadegh, Ahmed Mohameden, Mohamed Lemine Salihi, Mohamedade Farouk Nanne

PDF 2876-2888

Application of self-organizing map for modeling the Aquilaria malaccensis oil using chemical compound Mohammad Arif Fahmi Che Hassan, Zakiah Mohd Yusoff, Nurlaila Ismail, Mohd Nasir Taib

PDF 2889-2898

Prediction of side effects of drug resistant tuberculosis drugs using multi-label random forest Siti Syahidatul Helma, Wisnu Ananta Kusuma, Mushthofa Mushthofa, Diah Handayani

PDF 2899-2908

Data-driven support vector regression-genetic algorithm model for predicting the diphtheria distribution Wiwik Anggraeni, Yeyen Sudiarti, Muhammad Ilham Perdana, Edwin Riksakomara, Adri Gabriel Sooai

PDF 2909-2921

Estimating broiler heat stress using computer vision and machine learning Muhammad Iqbal Anggoro Agung, Eko Mursito Budi, Miranti Indar Mandasari

PDF 2922-2934

Image analysis and machine learning techniques for accurate detection of common mango diseases in warm climates Md Abdullah Al Rahib, Naznin Sultana, Nirjhor Saha, Raju Mia, Monisha Sarkar, Abdus Sattar

PDF 2935-2944

Optimizing firewall timing for brute force mitigation with random forests Ahmad Turmudi Zy, Isarianto Isarianto, Anggi Muhammad Rifa'i, Abdul Ghofir, Muhammad Najamuddin Dwi Miharja, Ananto Tri Sasongko

PDF 2945-2954

Enhancing crude palm oil quality detection using machine learning techniques Novianti Puspitasari, Ummul Hairah, Vina Zahrotun Kamila, Hamdani Hamdani, Anindita Septiarini, Amin Padmo Azam Masa

PDF 2955-2963

Enhancing traditional machine learning methods using concatenation two transfer learning for classification desert regions Rafal Nazar Younes AL_Tahan, Ruba Talal Ibrahim

PDF 2964-2978

Optimization control design and simulation of furnace-fired boiler exit pressure: leveraging disruptive technology Ganiyat Abiodun Salawu, Glen Bright

PDF 2979-2990

Optimizing traffic lights at unbalanced intersections using deep reinforcement learning Duman Care Khrisne, Made Sudarma, Ida Ayu Dwi Giriantari, Dewa Made Wiharta

PDF 2991-3002

Investigation on low-performance tuned-regressor of inhibitory concentration targeting the SARS-CoV-2 polyprotein 1ab Daniel Febrian Sengkey, Angelina Stevany Regina Masengi, Alwin Melkie Sambul, Trina Ekawati Tallei, Sherwin Reinaldo Unsratdianto Sompie

PDF 3003-3013

Machine learning application for particle accelerator optimization-a review Isti Dian Rachmawati, Nazrul Effendy, Taufik Taufik

PDF 3014-3021

A comprehensive review of interpretable machine learning techniques for phishing attack detection Pankaj Ramchandra Chandre, Pallavi Bhujbal, Ashvini Jadhav, Bhagyashree Dinesh Shendkar, Aditi Wangikar, Rajneeshkaur Sachdeo

PDF 3022-3032

Machine learning for global trade analysis: a hybrid clustering approach using DBSCAN, elbow, and SOM Musdalifa Thamrin, Ida Mulyadi, I Dewa Made Widia, Muhammad Faisal, Suardi Hi Baharuddin, Medy Wismu Prihatmono, Nurdiansyah Nurdiansyah, Nasir Usman

PDF 3033-3046

Revolutionizing internet of things intrusion detection using machine learning with unidirectional, bidirectional, and packet features Zulhipni Reno Saputra Elsi, Deris Stiawan, Bhakti Yudho Suprapto, M. Agus Syamsul Arifin, Mohd. Yazid Idris, Rahmat Budiarto

PDF 3047-3062

Artificial intelligence predictive modeling for educational indicators using data profiling techniques Soukaina Nai, Bahaa Eddine Elbaghazaoui, Amal Rifai, Abdelalim Sadiq

PDF 3063-3073

Optimized ensemble modeling approach for student cumulative grade point average prediction using regression models Hemalatha Gunasekaran, Rex Macedo Arokiarag Amalraj, Angelin Gladys Jesudoss, Deepa Kanmani

PDF 3074-3088

Interpretable machine learning for academic risk analysis in university students Mukti Ratna Dewi, Mochammad Reza Habibi, Bassam Babgei, Lovinki Fitra Ananda, Brodjol Sutijo Suprih Ulama

PDF 3089-3098

Efficient lung disease classification through luminescent feature selection using firefly algorithm Anjugam Shanmugavelu, Arul Leena Rose Peter Joseph

PDF 3099-3108

Federated deep learning intrusion detection system on software defined-network based internet of things Heba Dhirar, Ali H. Hamad

PDF 3109-3120

Enhancing precision agriculture: a comprehensive investigation into pathogen detection and management Shaista Farhat, Chokka Anuradha

PDF 3121-3132

Synthesizing strategies and innovations in combating land degradation: a global perspective on sustainability and resilience Gangamma Hediyalad, Ashoka Kukkuvada, Govardhan Hegde Kota

PDF 3133-3142

Survey on 3D biometric traits for human identification Divya Gangachannaiah, Mamatha Aruvanalli Shivaraj, Honganur Chandrasekharaiah Nagaraj, Prasanna Gururaj Paga

PDF 3143-3152

Urban incident detection based on hybrid convolutional neural networks and bidirectional long short-term memory Meryem Ayou, Jaouad Boumhidi

PDF 3153-3159

Deep transfer learning for classification of ECG signals and lip images in multimodal biometric authentication systems Latha Krishnamoorthy, Ammasandra Sadashivaiah Raju

PDF 3160-3171

Improving the transfer learning for batik besurek textile motif classification Marissa Utami, Ermatita Ermatita, Abdiansah Abdiansah

PDF 3172-3181

Using the ResNet-50 pre-trained model to improve the classification output of a non-image kidney stone dataset Kazeem Oyebode, Anne Ngozi Odoh

PDF 3182-3191

A deep learning-based framework for automatic detection of COVID-19 using chest X-ray and CT-scan images Sivanagireddy Kalli, Bukka Narendra Kumar, Saggurthi Jagadeesh, Kushagari Chandramouli Ravi Kumar

PDF 3192-3200

Optimizing citrus disease detection: a transferrable convolutional neural network model enhanced with the fruitfly optimization algorithm Anoop Ganadalu Lingaraju, Asha Mangala Shankaregowda, Babu Kumar Sathiyamurthy, Santhrupth Budanoor Channegowda, Shruti Jalapur, Chaitra Palahalli Chennakeshava

PDF 3201-3213

Comparative evaluation of left ventricle segmentation using improved pyramid scene parsing network in echocardiography Jin Wang, Sharifah Aliman, Shafaf Ibrahim

PDF 3214-3227

Myoelectric grip force prediction using deep learning for hand robot Khairul Anam, Dheny Dwi Ardhiansyah, Muchamad Arif Hana Sasono, Arizal Mujibtamala Nanda Imron, Naufal Ainur Rizal, Mochamad Edoward Ramadhan, Aris Zainul Muttaqin, Claudio Castellini, Sumardi Sumardi

PDF 3228-3240

Human sentiment analytics using multi model deep learning approach Anil Kumar Muthevi, Maganti Venkatesh, Pallavi Gaurav Adke, Rajashree Tukaram Gadhave, G L Narasamba Vanguri, Thiruveedula Srinivasulu

PDF 3241-3252

Strid-CNN: moving filters with convolution neural network for multi-class pneumonia classification Khushboo Trivedi, Chintan Bhupeshbhai Thacker

PDF 3253-3261

Enhancing touchless smart locker systems through advanced facial recognition technology: a convolutional neural network model approach Abdul Haris Rangkuti, Evawaty Tanuar, Febriant Yapson, Felix Octavio Sijoatmodjo, Varyl Hasbi Athala

PDF 3262-3273

Modified zero-reference deep curve estimation for contrast quality enhancement in face recognition Muhammad Kahfi Aulia, Dyah Aruming Tyas

PDF 3274-3286

Classification of Tasikmalaya batik motifs using convolutional neural networks Teuku Mufizar, Aso Sudiarjo, Evi Dewi Sri Mulyani, Agus Ahmad Wakih, Muhammad Akbar Kasyfurrahman, Luthfi Adilal Mahbub

PDF 3287-3299

Music genre classification using Inception-ResNet architecture Fauzan Valdera, Ajib Setyo Arifin

PDF 3300-3310

Hybrid convolutional vision transformer for extrusion-based 3D food-printing defect classification Cholid Mawardi, Agus Buono, Karlisa Priandana, Herianto Herianto

PDF 3311-3323

Contract-based federated learning framework for intrusion detection system in internet of things networks Yuris Mulya Saputra, Divi Galih Prasetyo Putri, Jimmy Trio Putra, Budi Bayu Murti, Wahyono Wahyono

PDF 3324-3333

Optimized fault detection in bearings of rotating machines via batch normalization-integrated bidirectional gated recurrent unit networks Sujit kumar, Manish Kumar, Chetan Barde, Prakash Ranjan

PDF 3334-3342

Traffic flow prediction using long short-term memory-Komodo Mlipir algorithm: metaheuristic optimization to multi-target vehicle detection Imam Ahmad Ashari, Wahyul Amien Syafei, Adi Wibowo

PDF 3343-3353

Classification of Kannada documents using novel semantic symbolic representation and selection method Ranganathbabu Kasturi Rangan, Bukahally Somashekar Harish, Chaluvegowda Kanakalakshmi Roopa

PDF 3354-3365

Evaluating the influence of feature selection-based dimensionality reduction on sentiment analysis Gowrav Ramesh Babu Kishore, Bukahally Somashekar Harish, Chaluvegowda Kanakalakshmi Roopa

PDF 3366-3374

A reinforcement learning paradigm for Vietnamese aspect-based sentiment analysis Viet The Bui, Linh Thuy Ngo, Oanh Thi Tran

PDF 3375-3385

Insights from the vision-mission statements of Philippine and other ASEAN universities: a K-means clustering analysis Julius Ceazar G. Tolentino, John Paul P. Miranda

PDF 3386-3394

Fine-tuning bidirectional encoder representations from transformers for the X social media personality detection Selvi Fitria Khoerunnisa, Bayu Surarso, Retno Kusumaningrum

PDF 3395-3403

Comparing bidirectional encoder representations from transformers and sentence-BERT for automated resume screening Asmita Deshmukh, Anjali Raut Dahake

PDF 3404-3411

Transforming images into words: optical character recognition solutions for image text extraction Jyoti Wadmare, Sunita Patil, Dakshita Kolte, Kapil Bhatia, Palak Desai, Ganesh Wadmare

PDF 3412-3420

Exploring bibliometric trends in speech emotion recognition (2020-2024) Yesy Diah Rosita, Muhammad Raafi'u Firmansyah, Annisaa Utami

PDF 3421-3434

Lightweight mutual authentication protocol for resource-constrained radio frequency identification tags with PRINCE cipher Mahendra Shridhar Naik, Desai Karanam Sreekantha, Kanduri V S S S S Sairam, Chaitra Soppinahally Nataraju

PDF 3435-3443

Personalized virtual reality therapy for children with autism spectrum disorder Ahlam Belmaqrout, Btihal El Ghali, Najima Daoudi, Abdelhay Haqiq

PDF 3444-3451

Power of blockchain technology for enhancing efficiency transparency and data provenance in supply chain management Kanimozhi Thirunavaukkarasu, Inbavalli Mani

PDF 3452-3461

Driving agricultural evolution: implementing agriculture 4.0 with Raspberry Pi and internet of things in Morocco Raja Mouachi, Elbelghiti Youssef, Sanaa El mrini, Mustapha Ezzini, Mustapha Raoufi

PDF 3462-3473

Generative Indonesian chatbot for university major selection using transformers embedding Mutiara Auliya Khadija, Bambang Harjito, Morteza Saberi, Astrid Noviana Paradhita, Wahyu Nurharjadmo

PDF 3474-3482